{"id":"W2541223251","doi":"10.1542/peds.2016-2590","title":"Establishing a Standard Protocol for the Voiding Cystourethrography","year":2016,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Voiding cystourethrogram; Cystourethrography; Vesicoureteral reflux; Protocol (science); Test (biology); Pediatric Radiology; Medical physics; Reflux; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0383868,0.001545141,0.003538421,0.004247188,0.001572491,0.0022641,0.004232817,0.004252923,0.02559655],"category_scores_gemma":[0.05120025,0.001078352,0.002813651,0.00357692,0.001781542,0.002402032,0.002220823,0.003481621,0.01473598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537443,"about_ca_system_score_gemma":0.02516598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229138,"about_ca_topic_score_gemma":0.002689978,"domain_scores_codex":[0.9735463,0.01045721,0.009737527,0.001278648,0.004342378,0.0006379687],"domain_scores_gemma":[0.9686284,0.01068382,0.003544692,0.004121501,0.01195759,0.001064005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001907525,0.001109525,0.001519007,0.1095593,0.0003443195,0.001269897,0.002221959,0.000505409,0.003719806,0.0116507,0.1774907,0.6887017],"study_design_scores_gemma":[0.001955939,0.0009274817,0.007942809,0.05763096,0.0005406342,0.002015599,0.0009064888,0.0002975603,0.002256681,0.00642597,0.9189202,0.0001798264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.004936936,0.09317812,0.04947429,0.01183792,0.007338776,0.7859105,0.010608,0.001373847,0.03534157],"genre_scores_gemma":[0.009490797,0.08405857,0.1632114,0.007374782,0.001522094,0.713456,0.01152197,0.0001915453,0.009172857],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0383868,"threshold_uncertainty_score":0.2030113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09230989928354684,"score_gpt":0.4240423552690705,"score_spread":0.3317324559855236,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}